Valentin P. Zhigulin

Multiple-scale dynamics in neural systems: learning, synchronization and network oscillations

Valentin P. Zhigulin, V. Zhigulin, 2004 .

Dynamical synaptic plasticity: a model and connection to some experiments

Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich, 2003, Biological Cybernetics.

An important role of spike timing dependent synaptic plasticity in the formation of synchronized neural ensembles

Mikhail I. Rabinovich, Valentin P. Zhigulin, V. Zhigulin, 2004, Neurocomputing.

Supervised Learning of Image Restoration with Convolutional Networks

Joseph F. Murray, H. Sebastian Seung, Moritz Helmstaedter, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Representing Part-Whole Relationships in Recurrent Neural Networks

H. Sebastian Seung, Viren Jain, Valentin P. Zhigulin, 2005, NIPS.

Enhancement of Synchronization in a Hybrid Neural Circuit by Spike-Timing Dependent Plasticity

Thomas Nowotny, Henry D. I. Abarbanel, Valentin P. Zhigulin, 2003, The Journal of Neuroscience.

Dynamical Motifs: Building Blocks of Complex Network Dynamics

Valentin P. Zhigulin, 2003 .